Agent Sightings Real agent use cases

File insurance claims for overcharges

Documented elsewhere: tarun gave the agent access to his insurance account information. After spotting nearly $1,700 in overcharges on items that should have been zero copay, he instructed the agent to file all the claims. The agent filed the claims and $200 has been recovered so far.

Agent or tool
Custom agent
Topic
Finance
Reported on
X
Added
2026-10-15

Why it matters

Money tasks are tedious but high-stakes, which is exactly where a careful agent helps: it does the checking and paperwork while a person keeps the final say. It is one of 156 sightings filed under Finance on Agent Sightings (number 12 by interest), and one of 266 involving Custom agent.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into your own agent or any similar agent and adjust the details to your situation.

Finance task: file insurance claims for overcharges. Tabulate numbers, mark uncertainties, and do not file, pay, or submit until I confirm.

Saved

Tip: Keep the agent in 'propose, don't pay' mode: let it gather numbers and draft messages, and approve any payment or account change yourself.

Source

Read the original first-hand account on X: https://x.com/_choppingblock/status/2106109741588238390. Our summary is a paraphrase; details are in the source.

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